{"id":"W4285230529","doi":"10.2139/ssrn.4138295","title":"Reduced Grip Strength Potentially Indicates Depression: Investigating Multicontinental Databases","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Grip strength; Depression (economics); Database; Psychology; Medicine; Computer science; Physical therapy; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00495471,0.0005114314,0.0009425082,0.00416157,0.001092857,0.002475439,0.001581277,0.0006360461,0.003716835],"category_scores_gemma":[0.03626117,0.0005100201,0.001127555,0.01061755,0.0005145724,0.001433606,0.002101443,0.0005438721,0.0003458681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005606621,"about_ca_system_score_gemma":0.0009799504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01764752,"about_ca_topic_score_gemma":0.02820271,"domain_scores_codex":[0.9923964,0.003167856,0.00235506,0.001016545,0.0007744867,0.0002895391],"domain_scores_gemma":[0.9747058,0.008980385,0.01103836,0.002024492,0.002570463,0.0006806174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004838991,0.00007916101,0.9896347,0.0007457448,0.002277973,0.00015934,0.000945605,0.00003058459,0.0001172994,0.0001520072,0.0004273016,0.004946486],"study_design_scores_gemma":[0.00007531353,0.0001909446,0.9931239,0.0003623276,0.001988754,0.0005493156,0.002145248,0.0001565581,0.0001007563,0.0001616431,0.001124911,0.00002027436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870585,0.004439596,0.0003357275,0.0002262443,0.00002555208,0.0001824089,0.005790562,0.000006401022,0.001935044],"genre_scores_gemma":[0.9943369,0.001393458,0.0006583073,0.0002367545,0.00002874731,0.0001623062,0.002897156,0.000008986609,0.0002773462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01764752,"threshold_uncertainty_score":0.03508961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801280010138097,"score_gpt":0.2762033286238836,"score_spread":0.2581905285225026,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}